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dbt Labs: Business Overview, Financials & Competitive Analysis

dbt Labs provides a command-line based build tool that enables data analysts and engineers to transform data in their warehouse and take ownership of the entire analytics engineering workflow, from writing data transf...

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AskCyborg analysts argue the bull and bear cases for dbt Labs across 11 stress-tested dimensions. Listen on your commute -- faster than reading the 30-page report.

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What's in This Report
dbt Labs OverviewStrategic ProfileCompetitive LandscapeIndustry ContextKey facts
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8/ 10Strong

Cyborg Score thesis

Transformative industry consolidation positioning dbt as the data orchestration standard within modernized enterprise...

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Industry Data & Analytics Engineering / Modern Data Stack
5 named competitors
3 recent developments
11 analyst dimensions
Synthesized from analyst-debate stress-testing across 11 dimensions and hundreds of data points. Methodology →
Cyborg Score recalibrated: June 15, 2026
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dbt Labs Overview

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dbt Labs provides a command-line based build tool that enables data analysts and engineers to transform data in their warehouse and take ownership of the entire analytics engineering workflow, from writing data transformation code to deployment and documentation. The company has emerged as the industry standard for data transformation in the cloud, pioneering analytics engineering alongside a global community of more than 25,000 data professionals.

Strategic Profile

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In October 2025, Fivetran and dbt Labs announced an all-stock merger to form a combined data infrastructure company with nearly $600M in annual revenue, with George Fraser as CEO and Tristan Handy as co-founder and president; the companies expect the deal to close within a year. With 50% of enterprises using multiple data platforms, dbt's cross-platform mesh technology positions it to become the central orchestration layer for enterprise data stacks.

Competitive Landscape

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Competitors include Yellowbrick Data, Sisense, Count, Snowplow, and Alteryx. The modern data stack remains fragmented, with competing orchestration and governance platforms (Airflow, Dagster, Great Expectations) encroaching on dbt's territory, while larger cloud providers like Snowflake and Databricks may eventually build competing transformation capabilities in-house.

Industry Context

dbt Labs operates in Data & Analytics Engineering / Modern Data Stack.

Key facts

Founded: 2016 · Headquarters: Philadelphia, US · Employees: 1,086 (as of March 2026) · Revenue: $100M ARR (2024)

What the analysts stress-tested

The top findings that survived the multi-agent debate for dbt Labs.

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Recent developments

Material events tracked by the AskCyborg corpus.

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Named competitors

Pulled from the analyst-debate framework. Click any competitor to see their Cyborg Score.

FivetranData integration platform (merger partner as of October 2025)AirflowOpen-source workflow orchestrationSnowflakeCloud data platform with native transformation capabilitiesDatabricksUnified data and AI platformSisenseBusiness intelligence and analytics platform

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Industry context

dbt Labs operates in Data & Analytics Engineering / Modern Data Stack. See how the rest of the sector scores on the Cyborg framework.

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Frequently asked questions

What does dbt Labs do?+
dbt Labs provides a command-line based build tool that enables data analysts and engineers to transform data in their warehouse and take ownership of the entire analytics engineering workflow, from writing data transf...
What is dbt Labs's Cyborg Score?+
dbt Labs has a Cyborg Score of 8/10 (Strong). The score synthesizes business model, financials, leadership, competitive position, technology, marketing, and ESG dimensions across hundreds of data points.
Who are dbt Labs's main competitors?+
Named competitors include Fivetran, Airflow, Snowflake, Databricks. The full competitive landscape is in the AskCyborg report.
How can I get the full dbt Labs research report?+
Get the report plus analyst-debate audio at askcyborg.com -- no credit card required for preview access. Pro adds saved-company audio playlists and monitoring.
How current is the dbt Labs research?+
The Cyborg Score is recalibrated weekly. Recent developments are tracked continuously and surfaced in every report.

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